Why We Open-Sourced Our AI Safety Layer When we built the AI safety layer for As You Wish (AYW), we faced a choice: keep it proprietary or open-source it to help the community. Here's why we chose the latter (and why it made our platform stronger). If you're building AI-assisted development tools, you need: Input validation (sanitizing prompts, preventing injection) Output filtering (catching u
From Prompt to Production: AYW Workflow Case Study How we built a production-ready customer support chatbot in 6 hours (with full understanding, security review, and audit trails). Build a customer support bot that can: Handle 500+ concurrent users Integrate with Zendesk ticketing Support English + Spanish Maintain audit logs for SOC2 compliance Deploy on AWS with auto-scaling Traditional estim
--- title: "Zero Downtime Schema Migrations in Distributed Databases" published: true description: "A practical walkthrough of how CockroachDB, YugabyteDB, TiDB, and Spanner handle online DDL vs PostgreSQL — and migration strategies that actually work on sharded clusters." tags: postgresql, devops, architecture, cloud canonical_url: https://blog.mvpfactory.co/zero-downtime-schema-migrations-distri
Exemplo mínimo de uso com Bun (baseado na documentação oficial) Aviso: Este exemplo é puramente acadêmico, baseado na documentação oficial do Next.js. Para um ambiente de produção real, ajustes adicionais de segurança, performance e monitoramento são necessários. 1 - Ajustar o next.config.ts para "Standalone": import type { NextConfig } from "next"; const nextConfig: NextConfig = { output: "
Customers expect analytics inside your product. Not in a separate BI tool. Inside your app, loading fast, showing only their data. ClickHouse is the engine most teams reach for when they need this at scale. PostHog, LaunchDarkly, and Inigo all run customer-facing analytics on it. What they all discovered: the hard part isn't query performance. It's tenant isolation, and most of the advice online g
Introduction I've been seeing more developers say that Codex has become easier to use, more cost-effective, or simply a better fit for some workflows than it used to be. This is not a "Claude Code is bad, everyone should switch" article. I still use Claude Code at work, and if cost were less of a factor in my personal setup, I would probably be using both more actively. If you're already comfort
Most freelancers, developers, and job seekers already have their work spread across different platforms. LinkedIn profiles Portfolio websites GitHub projects Freelance platform listings Blog posts Community posts But as more people use AI tools to search, recommend, and discover talent, scattered links can be hard for AI to understand as one clear professional presence. I recently launched a free
1. The access collection black hole You need Figma access, Google Analytics, WordPress admin, GitHub, and the client's Slack. You ask. They forward a password email from two years ago. You ask again. Their developer says they'll get back to you. Three days pass. The fix: Send a single, complete access list on Day 1 — not "we'll need some access" but the exact list, with specifics for each tool,